Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.1 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Categorical | 2 |
|---|---|
| TimeSeries | 22 |
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 100 |
| Starting point | 1751992020000 |
| Ending point | 1751997960000 |
| Period | 60000 |
pair has constant value "ETH/EUR" | Constant |
candle_seconds has constant value "60" | Constant |
close is highly overall correlated with ema_14 and 14 other fields | High correlation |
ema_14 is highly overall correlated with close and 14 other fields | High correlation |
ema_21 is highly overall correlated with close and 14 other fields | High correlation |
ema_60 is highly overall correlated with close and 14 other fields | High correlation |
ema_7 is highly overall correlated with close and 14 other fields | High correlation |
high is highly overall correlated with close and 14 other fields | High correlation |
low is highly overall correlated with close and 14 other fields | High correlation |
macd_7 is highly overall correlated with macdsignal_7 and 2 other fields | High correlation |
macdhist_7 is highly overall correlated with rsi_7 | High correlation |
macdsignal_7 is highly overall correlated with macd_7 and 1 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 14 other fields | High correlation |
rsi_14 is highly overall correlated with macd_7 and 2 other fields | High correlation |
rsi_21 is highly overall correlated with macd_7 and 2 other fields | High correlation |
rsi_60 is highly overall correlated with close and 14 other fields | High correlation |
rsi_7 is highly overall correlated with macdhist_7 and 1 other fields | High correlation |
sma_14 is highly overall correlated with close and 14 other fields | High correlation |
sma_21 is highly overall correlated with close and 14 other fields | High correlation |
sma_60 is highly overall correlated with close and 14 other fields | High correlation |
sma_7 is highly overall correlated with close and 14 other fields | High correlation |
target is highly overall correlated with close and 14 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 14 other fields | High correlation |
window_start_ms is highly overall correlated with close and 14 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
volume has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-18 16:26:34.848395 |
|---|---|
| Analysis finished | 2025-07-18 16:26:52.832487 |
| Duration | 17.98 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ETH/EUR |
|---|---|
| 2nd row | ETH/EUR |
| 3rd row | ETH/EUR |
| 4th row | ETH/EUR |
| 5th row | ETH/EUR |
Common Values
| Value | Count | Frequency (%) |
| ETH/EUR | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| eth/eur | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 200 | |
| T | 100 | |
| H | 100 | |
| / | 100 | |
| U | 100 | |
| R | 100 |
open
Numeric time series
High correlation Non stationary
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2218.9386 |
|---|---|
| Minimum | 2196.06 |
| Maximum | 2240.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2196.06 |
|---|---|
| 5-th percentile | 2199.984 |
| Q1 | 2201.68 |
| median | 2226.635 |
| Q3 | 2231.5775 |
| 95-th percentile | 2236.634 |
| Maximum | 2240.47 |
| Range | 44.41 |
| Interquartile range (IQR) | 29.8975 |
Descriptive statistics
| Standard deviation | 14.845525 |
|---|---|
| Coefficient of variation (CV) | 0.006690372 |
| Kurtosis | -1.7304425 |
| Mean | 2218.9386 |
| Median Absolute Deviation (MAD) | 8.135 |
| Skewness | -0.28670203 |
| Sum | 221893.86 |
| Variance | 220.3896 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7932466918 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2200.88 | 2 | 2.0% |
| 2198.26 | 2 | 2.0% |
| 2201.68 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2231.83 | 2 | 2.0% |
| 2230.63 | 2 | 2.0% |
| 2226.62 | 2 | 2.0% |
| 2199.68 | 1 | 1.0% |
| 2200.79 | 1 | 1.0% |
| 2203.22 | 1 | 1.0% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 2196.06 | 1 | |
| 2198.25 | 1 | |
| 2198.26 | 2 | |
| 2199.68 | 1 | |
| 2200 | 1 | |
| 2200.02 | 1 | |
| 2200.41 | 1 | |
| 2200.43 | 1 | |
| 2200.49 | 1 | |
| 2200.63 | 1 |
| Value | Count | Frequency (%) |
| 2240.47 | 1 | |
| 2239.46 | 1 | |
| 2238 | 2 | |
| 2237.85 | 1 | |
| 2236.57 | 1 | |
| 2235.97 | 1 | |
| 2235.87 | 1 | |
| 2234.99 | 1 | |
| 2234.55 | 1 | |
| 2234.29 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 85 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2219.9906 |
|---|---|
| Minimum | 2198.25 |
| Maximum | 2241.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2198.25 |
|---|---|
| 5-th percentile | 2200.4095 |
| Q1 | 2202.1775 |
| median | 2228.015 |
| Q3 | 2232.3475 |
| 95-th percentile | 2238 |
| Maximum | 2241.13 |
| Range | 42.88 |
| Interquartile range (IQR) | 30.17 |
Descriptive statistics
| Standard deviation | 14.976451 |
|---|---|
| Coefficient of variation (CV) | 0.0067461778 |
| Kurtosis | -1.712157 |
| Mean | 2219.9906 |
| Median Absolute Deviation (MAD) | 7.905 |
| Skewness | -0.32552602 |
| Sum | 221999.06 |
| Variance | 224.2941 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7067035856 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2201.68 | 3 | 3.0% |
| 2238 | 3 | 3.0% |
| 2198.25 | 2 | 2.0% |
| 2204.71 | 2 | 2.0% |
| 2202.18 | 2 | 2.0% |
| 2228.39 | 2 | 2.0% |
| 2231 | 2 | 2.0% |
| 2226.63 | 2 | 2.0% |
| 2230.63 | 2 | 2.0% |
| 2231.84 | 2 | 2.0% |
| Other values (75) | 78 |
| Value | Count | Frequency (%) |
| 2198.25 | 2 | |
| 2198.26 | 1 | |
| 2199.68 | 1 | |
| 2200.02 | 1 | |
| 2200.43 | 1 | |
| 2200.49 | 1 | |
| 2200.79 | 1 | |
| 2200.84 | 1 | |
| 2201.12 | 1 | |
| 2201.19 | 1 |
| Value | Count | Frequency (%) |
| 2241.13 | 1 | 1.0% |
| 2240.47 | 1 | 1.0% |
| 2239.46 | 1 | 1.0% |
| 2238 | 3 | |
| 2237.85 | 1 | 1.0% |
| 2236.09 | 1 | 1.0% |
| 2235.97 | 1 | 1.0% |
| 2235.87 | 1 | 1.0% |
| 2234.99 | 2 | |
| 2234.51 | 1 | 1.0% |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 92 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2218.1564 |
|---|---|
| Minimum | 2195.53 |
| Maximum | 2238.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2195.53 |
|---|---|
| 5-th percentile | 2199.4215 |
| Q1 | 2201.24 |
| median | 2226.45 |
| Q3 | 2230.6375 |
| 95-th percentile | 2235.9135 |
| Maximum | 2238.41 |
| Range | 42.88 |
| Interquartile range (IQR) | 29.3975 |
Descriptive statistics
| Standard deviation | 14.575361 |
|---|---|
| Coefficient of variation (CV) | 0.006570935 |
| Kurtosis | -1.7366897 |
| Mean | 2218.1564 |
| Median Absolute Deviation (MAD) | 7.16 |
| Skewness | -0.30693696 |
| Sum | 221815.64 |
| Variance | 212.44116 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7198941646 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2230.62 | 4 | 4.0% |
| 2200.88 | 2 | 2.0% |
| 2201.06 | 2 | 2.0% |
| 2201.67 | 2 | 2.0% |
| 2226.58 | 2 | 2.0% |
| 2228.09 | 2 | 2.0% |
| 2199.47 | 1 | 1.0% |
| 2198.5 | 1 | 1.0% |
| 2203.21 | 1 | 1.0% |
| 2200.74 | 1 | 1.0% |
| Other values (82) | 82 |
| Value | Count | Frequency (%) |
| 2195.53 | 1 | |
| 2196.06 | 1 | |
| 2198.25 | 1 | |
| 2198.26 | 1 | |
| 2198.5 | 1 | |
| 2199.47 | 1 | |
| 2199.56 | 1 | |
| 2199.84 | 1 | |
| 2200 | 1 | |
| 2200.01 | 1 |
| Value | Count | Frequency (%) |
| 2238.41 | 1 | |
| 2238 | 1 | |
| 2237.47 | 1 | |
| 2235.99 | 1 | |
| 2235.98 | 1 | |
| 2235.91 | 1 | |
| 2234.25 | 1 | |
| 2233.92 | 1 | |
| 2233.76 | 1 | |
| 2232.62 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 91 |
|---|---|
| Distinct (%) | 91.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2219.1632 |
|---|---|
| Minimum | 2196.29 |
| Maximum | 2239.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2196.29 |
|---|---|
| 5-th percentile | 2199.75 |
| Q1 | 2201.6875 |
| median | 2226.605 |
| Q3 | 2231.84 |
| 95-th percentile | 2236.5745 |
| Maximum | 2239.18 |
| Range | 42.89 |
| Interquartile range (IQR) | 30.1525 |
Descriptive statistics
| Standard deviation | 14.70708 |
|---|---|
| Coefficient of variation (CV) | 0.0066273088 |
| Kurtosis | -1.7072867 |
| Mean | 2219.1632 |
| Median Absolute Deviation (MAD) | 7.395 |
| Skewness | -0.33007722 |
| Sum | 221916.32 |
| Variance | 216.29819 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7309204828 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2201.68 | 3 | 3.0% |
| 2231.84 | 3 | 3.0% |
| 2201.69 | 2 | 2.0% |
| 2231 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2201.07 | 2 | 2.0% |
| 2198.25 | 2 | 2.0% |
| 2200.57 | 1 | 1.0% |
| 2203.8 | 1 | 1.0% |
| 2200.84 | 1 | 1.0% |
| Other values (81) | 81 |
| Value | Count | Frequency (%) |
| 2196.29 | 1 | |
| 2198.25 | 2 | |
| 2199.12 | 1 | |
| 2199.56 | 1 | |
| 2199.76 | 1 | |
| 2199.84 | 1 | |
| 2200.01 | 1 | |
| 2200.44 | 1 | |
| 2200.56 | 1 | |
| 2200.57 | 1 |
| Value | Count | Frequency (%) |
| 2239.18 | 1 | |
| 2238.41 | 1 | |
| 2238 | 2 | |
| 2237.99 | 1 | |
| 2236.5 | 1 | |
| 2235.92 | 1 | |
| 2235.62 | 1 | |
| 2234.99 | 1 | |
| 2234.04 | 1 | |
| 2233.93 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8496533 |
| Minimum | 0.03933687 |
|---|---|
| Maximum | 67.933819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.03933687 |
|---|---|
| 5-th percentile | 0.25597911 |
| Q1 | 0.66978435 |
| median | 2.3091495 |
| Q3 | 10.593319 |
| 95-th percentile | 46.705004 |
| Maximum | 67.933819 |
| Range | 67.894482 |
| Interquartile range (IQR) | 9.9235347 |
Descriptive statistics
| Standard deviation | 15.016379 |
|---|---|
| Coefficient of variation (CV) | 1.6968325 |
| Kurtosis | 5.8033825 |
| Mean | 8.8496533 |
| Median Absolute Deviation (MAD) | 1.8707306 |
| Skewness | 2.4691877 |
| Sum | 884.96533 |
| Variance | 225.49165 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.03933687 | 1 | 1.0% |
| 10.14782362 | 1 | 1.0% |
| 2.53865705 | 1 | 1.0% |
| 1.159302 | 1 | 1.0% |
| 0.45352185 | 1 | 1.0% |
| 3.26640326 | 1 | 1.0% |
| 2.5695621 | 1 | 1.0% |
| 2.28992307 | 1 | 1.0% |
| 0.47434456 | 1 | 1.0% |
| 0.32929713 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.03933687 | 1 | |
| 0.04938846 | 1 | |
| 0.06009142 | 1 | |
| 0.16466896 | 1 | |
| 0.2212433 | 1 | |
| 0.25780731 | 1 | |
| 0.28138775 | 1 | |
| 0.28628336 | 1 | |
| 0.30440831 | 1 | |
| 0.30676811 | 1 |
| Value | Count | Frequency (%) |
| 67.93381869 | 1 | |
| 64.65788919 | 1 | |
| 61.27382236 | 1 | |
| 58.80823865 | 1 | |
| 47.25492115 | 1 | |
| 46.6760611 | 1 | |
| 40.1093201 | 1 | |
| 35.60600827 | 1 | |
| 29.92927997 | 1 | |
| 29.2984526 | 1 |
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.751995 × 1012 |
|---|---|
| Minimum | 1.751992 × 1012 |
| Maximum | 1.751998 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.751992 × 1012 |
|---|---|
| 5-th percentile | 1.7519923 × 1012 |
| Q1 | 1.7519935 × 1012 |
| median | 1.751995 × 1012 |
| Q3 | 1.7519965 × 1012 |
| 95-th percentile | 1.7519977 × 1012 |
| Maximum | 1.751998 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9354709 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.751995 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.751995 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585319522 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75199202 × 1012 | 1 | 1.0% |
| 1.75199208 × 1012 | 1 | 1.0% |
| 1.75199214 × 1012 | 1 | 1.0% |
| 1.7519922 × 1012 | 1 | 1.0% |
| 1.75199226 × 1012 | 1 | 1.0% |
| 1.75199232 × 1012 | 1 | 1.0% |
| 1.75199238 × 1012 | 1 | 1.0% |
| 1.75199244 × 1012 | 1 | 1.0% |
| 1.7519925 × 1012 | 1 | 1.0% |
| 1.75199256 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75199202 × 1012 | 1 | |
| 1.75199208 × 1012 | 1 | |
| 1.75199214 × 1012 | 1 | |
| 1.7519922 × 1012 | 1 | |
| 1.75199226 × 1012 | 1 | |
| 1.75199232 × 1012 | 1 | |
| 1.75199238 × 1012 | 1 | |
| 1.75199244 × 1012 | 1 | |
| 1.7519925 × 1012 | 1 | |
| 1.75199256 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75199796 × 1012 | 1 | |
| 1.7519979 × 1012 | 1 | |
| 1.75199784 × 1012 | 1 | |
| 1.75199778 × 1012 | 1 | |
| 1.75199772 × 1012 | 1 | |
| 1.75199766 × 1012 | 1 | |
| 1.7519976 × 1012 | 1 | |
| 1.75199754 × 1012 | 1 | |
| 1.75199748 × 1012 | 1 | |
| 1.75199742 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.751995 × 1012 |
|---|---|
| Minimum | 1.7519921 × 1012 |
| Maximum | 1.751998 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.7519921 × 1012 |
|---|---|
| 5-th percentile | 1.7519924 × 1012 |
| Q1 | 1.7519936 × 1012 |
| median | 1.751995 × 1012 |
| Q3 | 1.7519965 × 1012 |
| 95-th percentile | 1.7519977 × 1012 |
| Maximum | 1.751998 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9354705 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.751995 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.751995 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.958532241 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75199208 × 1012 | 1 | 1.0% |
| 1.75199214 × 1012 | 1 | 1.0% |
| 1.7519922 × 1012 | 1 | 1.0% |
| 1.75199226 × 1012 | 1 | 1.0% |
| 1.75199232 × 1012 | 1 | 1.0% |
| 1.75199238 × 1012 | 1 | 1.0% |
| 1.75199244 × 1012 | 1 | 1.0% |
| 1.7519925 × 1012 | 1 | 1.0% |
| 1.75199256 × 1012 | 1 | 1.0% |
| 1.75199262 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75199208 × 1012 | 1 | |
| 1.75199214 × 1012 | 1 | |
| 1.7519922 × 1012 | 1 | |
| 1.75199226 × 1012 | 1 | |
| 1.75199232 × 1012 | 1 | |
| 1.75199238 × 1012 | 1 | |
| 1.75199244 × 1012 | 1 | |
| 1.7519925 × 1012 | 1 | |
| 1.75199256 × 1012 | 1 | |
| 1.75199262 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75199802 × 1012 | 1 | |
| 1.75199796 × 1012 | 1 | |
| 1.7519979 × 1012 | 1 | |
| 1.75199784 × 1012 | 1 | |
| 1.75199778 × 1012 | 1 | |
| 1.75199772 × 1012 | 1 | |
| 1.75199766 × 1012 | 1 | |
| 1.7519976 × 1012 | 1 | |
| 1.75199754 × 1012 | 1 | |
| 1.75199748 × 1012 | 1 |
ACF and PACF
candle_seconds
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 60 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 60 |
|---|---|
| 2nd row | 60 |
| 3rd row | 60 |
| 4th row | 60 |
| 5th row | 60 |
Common Values
| Value | Count | Frequency (%) |
| 60 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 60 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 100 | |
| 0 | 100 |
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2218.1588 |
|---|---|
| Minimum | 2198.5057 |
| Maximum | 2237.7143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2198.5057 |
|---|---|
| 5-th percentile | 2199.4219 |
| Q1 | 2201.6475 |
| median | 2226.7314 |
| Q3 | 2230.8246 |
| 95-th percentile | 2235.7374 |
| Maximum | 2237.7143 |
| Range | 39.208571 |
| Interquartile range (IQR) | 29.177143 |
Descriptive statistics
| Standard deviation | 14.656457 |
|---|---|
| Coefficient of variation (CV) | 0.0066074878 |
| Kurtosis | -1.8208025 |
| Mean | 2218.1588 |
| Median Absolute Deviation (MAD) | 8.4007143 |
| Skewness | -0.23448523 |
| Sum | 221815.88 |
| Variance | 214.81174 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5741619582 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2229.528571 | 2 | 2.0% |
| 2199.321429 | 1 | 1.0% |
| 2198.505714 | 1 | 1.0% |
| 2200.75 | 1 | 1.0% |
| 2201.75 | 1 | 1.0% |
| 2202.38 | 1 | 1.0% |
| 2201.678571 | 1 | 1.0% |
| 2201.414286 | 1 | 1.0% |
| 2200.727143 | 1 | 1.0% |
| 2200.395714 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2198.505714 | 1 | |
| 2198.867143 | 1 | |
| 2199.01 | 1 | |
| 2199.061429 | 1 | |
| 2199.321429 | 1 | |
| 2199.427143 | 1 | |
| 2199.602857 | 1 | |
| 2199.804286 | 1 | |
| 2200.195714 | 1 | |
| 2200.395714 | 1 |
| Value | Count | Frequency (%) |
| 2237.714286 | 1 | |
| 2237.404286 | 1 | |
| 2236.911429 | 1 | |
| 2236.338571 | 1 | |
| 2236.04 | 1 | |
| 2235.721429 | 1 | |
| 2235.007143 | 1 | |
| 2234.662857 | 1 | |
| 2234.021429 | 1 | |
| 2233.427143 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2216.7356 |
|---|---|
| Minimum | 2194.0207 |
| Maximum | 2235.1457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2194.0207 |
|---|---|
| 5-th percentile | 2198.8324 |
| Q1 | 2201.092 |
| median | 2224.0311 |
| Q3 | 2230.3629 |
| 95-th percentile | 2234.6742 |
| Maximum | 2235.1457 |
| Range | 41.125 |
| Interquartile range (IQR) | 29.270893 |
Descriptive statistics
| Standard deviation | 14.685453 |
|---|---|
| Coefficient of variation (CV) | 0.0066248102 |
| Kurtosis | -1.8347703 |
| Mean | 2216.7356 |
| Median Absolute Deviation (MAD) | 10.719286 |
| Skewness | -0.14756956 |
| Sum | 221673.56 |
| Variance | 215.66253 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5134353323 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2194.020714 | 1 | 1.0% |
| 2194.907857 | 1 | 1.0% |
| 2195.740714 | 1 | 1.0% |
| 2196.885714 | 1 | 1.0% |
| 2197.996429 | 1 | 1.0% |
| 2198.876429 | 1 | 1.0% |
| 2199.530714 | 1 | 1.0% |
| 2199.96 | 1 | 1.0% |
| 2200.024286 | 1 | 1.0% |
| 2200.1 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2194.020714 | 1 | |
| 2194.907857 | 1 | |
| 2195.740714 | 1 | |
| 2196.885714 | 1 | |
| 2197.996429 | 1 | |
| 2198.876429 | 1 | |
| 2199.530714 | 1 | |
| 2199.96 | 1 | |
| 2200 | 1 | |
| 2200.014286 | 1 |
| Value | Count | Frequency (%) |
| 2235.145714 | 1 | |
| 2235.132857 | 1 | |
| 2234.882857 | 1 | |
| 2234.871429 | 1 | |
| 2234.835 | 1 | |
| 2234.665714 | 1 | |
| 2234.574286 | 1 | |
| 2234.194286 | 1 | |
| 2233.821429 | 1 | |
| 2233.057857 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2215.1665 |
|---|---|
| Minimum | 2192.64 |
| Maximum | 2233.6029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2192.64 |
|---|---|
| 5-th percentile | 2195.4264 |
| Q1 | 2200.6305 |
| median | 2216.6207 |
| Q3 | 2229.9635 |
| 95-th percentile | 2232.1402 |
| Maximum | 2233.6029 |
| Range | 40.962857 |
| Interquartile range (IQR) | 29.332976 |
Descriptive statistics
| Standard deviation | 14.63506 |
|---|---|
| Coefficient of variation (CV) | 0.006606754 |
| Kurtosis | -1.7959263 |
| Mean | 2215.1665 |
| Median Absolute Deviation (MAD) | 14.349048 |
| Skewness | -0.079769987 |
| Sum | 221516.65 |
| Variance | 214.18498 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7776796852 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2192.64 | 1 | 1.0% |
| 2193.092857 | 1 | 1.0% |
| 2193.551429 | 1 | 1.0% |
| 2194.182381 | 1 | 1.0% |
| 2194.868571 | 1 | 1.0% |
| 2195.455714 | 1 | 1.0% |
| 2195.991429 | 1 | 1.0% |
| 2196.485238 | 1 | 1.0% |
| 2196.847619 | 1 | 1.0% |
| 2197.292381 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2192.64 | 1 | |
| 2193.092857 | 1 | |
| 2193.551429 | 1 | |
| 2194.182381 | 1 | |
| 2194.868571 | 1 | |
| 2195.455714 | 1 | |
| 2195.991429 | 1 | |
| 2196.485238 | 1 | |
| 2196.847619 | 1 | |
| 2197.292381 | 1 |
| Value | Count | Frequency (%) |
| 2233.602857 | 1 | |
| 2233.406667 | 1 | |
| 2232.992381 | 1 | |
| 2232.639524 | 1 | |
| 2232.37 | 1 | |
| 2232.128095 | 1 | |
| 2231.846667 | 1 | |
| 2231.667619 | 1 | |
| 2231.46381 | 1 | |
| 2231.115238 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2207.5134 |
|---|---|
| Minimum | 2191.8417 |
| Maximum | 2230.728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2191.8417 |
|---|---|
| 5-th percentile | 2192.8986 |
| Q1 | 2195.8332 |
| median | 2205.5087 |
| Q3 | 2218.406 |
| 95-th percentile | 2228.6437 |
| Maximum | 2230.728 |
| Range | 38.886333 |
| Interquartile range (IQR) | 22.572792 |
Descriptive statistics
| Standard deviation | 12.467645 |
|---|---|
| Coefficient of variation (CV) | 0.0056478233 |
| Kurtosis | -1.2978936 |
| Mean | 2207.5134 |
| Median Absolute Deviation (MAD) | 10.561583 |
| Skewness | 0.3765782 |
| Sum | 220751.34 |
| Variance | 155.44218 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9002159778 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2191.841667 | 1 | 1.0% |
| 2192.035167 | 1 | 1.0% |
| 2192.2315 | 1 | 1.0% |
| 2192.485833 | 1 | 1.0% |
| 2192.723667 | 1 | 1.0% |
| 2192.907833 | 1 | 1.0% |
| 2193.078 | 1 | 1.0% |
| 2193.230833 | 1 | 1.0% |
| 2193.351 | 1 | 1.0% |
| 2193.471 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2191.841667 | 1 | |
| 2192.035167 | 1 | |
| 2192.2315 | 1 | |
| 2192.485833 | 1 | |
| 2192.723667 | 1 | |
| 2192.907833 | 1 | |
| 2193.078 | 1 | |
| 2193.230833 | 1 | |
| 2193.351 | 1 | |
| 2193.471 | 1 |
| Value | Count | Frequency (%) |
| 2230.728 | 1 | |
| 2230.452333 | 1 | |
| 2230.114667 | 1 | |
| 2229.6145 | 1 | |
| 2229.125667 | 1 | |
| 2228.618333 | 1 | |
| 2228.116667 | 1 | |
| 2227.602833 | 1 | |
| 2227.0915 | 1 | |
| 2226.536 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2218.1588 |
|---|---|
| Minimum | 2198.5057 |
| Maximum | 2237.7143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2198.5057 |
|---|---|
| 5-th percentile | 2199.4219 |
| Q1 | 2201.6475 |
| median | 2226.7314 |
| Q3 | 2230.8246 |
| 95-th percentile | 2235.7374 |
| Maximum | 2237.7143 |
| Range | 39.208571 |
| Interquartile range (IQR) | 29.177143 |
Descriptive statistics
| Standard deviation | 14.656457 |
|---|---|
| Coefficient of variation (CV) | 0.0066074878 |
| Kurtosis | -1.8208025 |
| Mean | 2218.1588 |
| Median Absolute Deviation (MAD) | 8.4007143 |
| Skewness | -0.23448523 |
| Sum | 221815.88 |
| Variance | 214.81174 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5741619582 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2229.528571 | 2 | 2.0% |
| 2199.321429 | 1 | 1.0% |
| 2198.505714 | 1 | 1.0% |
| 2200.75 | 1 | 1.0% |
| 2201.75 | 1 | 1.0% |
| 2202.38 | 1 | 1.0% |
| 2201.678571 | 1 | 1.0% |
| 2201.414286 | 1 | 1.0% |
| 2200.727143 | 1 | 1.0% |
| 2200.395714 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2198.505714 | 1 | |
| 2198.867143 | 1 | |
| 2199.01 | 1 | |
| 2199.061429 | 1 | |
| 2199.321429 | 1 | |
| 2199.427143 | 1 | |
| 2199.602857 | 1 | |
| 2199.804286 | 1 | |
| 2200.195714 | 1 | |
| 2200.395714 | 1 |
| Value | Count | Frequency (%) |
| 2237.714286 | 1 | |
| 2237.404286 | 1 | |
| 2236.911429 | 1 | |
| 2236.338571 | 1 | |
| 2236.04 | 1 | |
| 2235.721429 | 1 | |
| 2235.007143 | 1 | |
| 2234.662857 | 1 | |
| 2234.021429 | 1 | |
| 2233.427143 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2216.7356 |
|---|---|
| Minimum | 2194.0207 |
| Maximum | 2235.1457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2194.0207 |
|---|---|
| 5-th percentile | 2198.8324 |
| Q1 | 2201.092 |
| median | 2224.0311 |
| Q3 | 2230.3629 |
| 95-th percentile | 2234.6742 |
| Maximum | 2235.1457 |
| Range | 41.125 |
| Interquartile range (IQR) | 29.270893 |
Descriptive statistics
| Standard deviation | 14.685453 |
|---|---|
| Coefficient of variation (CV) | 0.0066248102 |
| Kurtosis | -1.8347703 |
| Mean | 2216.7356 |
| Median Absolute Deviation (MAD) | 10.719286 |
| Skewness | -0.14756956 |
| Sum | 221673.56 |
| Variance | 215.66253 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5134353323 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2194.020714 | 1 | 1.0% |
| 2194.907857 | 1 | 1.0% |
| 2195.740714 | 1 | 1.0% |
| 2196.885714 | 1 | 1.0% |
| 2197.996429 | 1 | 1.0% |
| 2198.876429 | 1 | 1.0% |
| 2199.530714 | 1 | 1.0% |
| 2199.96 | 1 | 1.0% |
| 2200.024286 | 1 | 1.0% |
| 2200.1 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2194.020714 | 1 | |
| 2194.907857 | 1 | |
| 2195.740714 | 1 | |
| 2196.885714 | 1 | |
| 2197.996429 | 1 | |
| 2198.876429 | 1 | |
| 2199.530714 | 1 | |
| 2199.96 | 1 | |
| 2200 | 1 | |
| 2200.014286 | 1 |
| Value | Count | Frequency (%) |
| 2235.145714 | 1 | |
| 2235.132857 | 1 | |
| 2234.882857 | 1 | |
| 2234.871429 | 1 | |
| 2234.835 | 1 | |
| 2234.665714 | 1 | |
| 2234.574286 | 1 | |
| 2234.194286 | 1 | |
| 2233.821429 | 1 | |
| 2233.057857 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2215.1665 |
|---|---|
| Minimum | 2192.64 |
| Maximum | 2233.6029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2192.64 |
|---|---|
| 5-th percentile | 2195.4264 |
| Q1 | 2200.6305 |
| median | 2216.6207 |
| Q3 | 2229.9635 |
| 95-th percentile | 2232.1402 |
| Maximum | 2233.6029 |
| Range | 40.962857 |
| Interquartile range (IQR) | 29.332976 |
Descriptive statistics
| Standard deviation | 14.63506 |
|---|---|
| Coefficient of variation (CV) | 0.006606754 |
| Kurtosis | -1.7959263 |
| Mean | 2215.1665 |
| Median Absolute Deviation (MAD) | 14.349048 |
| Skewness | -0.079769987 |
| Sum | 221516.65 |
| Variance | 214.18498 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7776796852 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2192.64 | 1 | 1.0% |
| 2193.092857 | 1 | 1.0% |
| 2193.551429 | 1 | 1.0% |
| 2194.182381 | 1 | 1.0% |
| 2194.868571 | 1 | 1.0% |
| 2195.455714 | 1 | 1.0% |
| 2195.991429 | 1 | 1.0% |
| 2196.485238 | 1 | 1.0% |
| 2196.847619 | 1 | 1.0% |
| 2197.292381 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2192.64 | 1 | |
| 2193.092857 | 1 | |
| 2193.551429 | 1 | |
| 2194.182381 | 1 | |
| 2194.868571 | 1 | |
| 2195.455714 | 1 | |
| 2195.991429 | 1 | |
| 2196.485238 | 1 | |
| 2196.847619 | 1 | |
| 2197.292381 | 1 |
| Value | Count | Frequency (%) |
| 2233.602857 | 1 | |
| 2233.406667 | 1 | |
| 2232.992381 | 1 | |
| 2232.639524 | 1 | |
| 2232.37 | 1 | |
| 2232.128095 | 1 | |
| 2231.846667 | 1 | |
| 2231.667619 | 1 | |
| 2231.46381 | 1 | |
| 2231.115238 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2207.5134 |
|---|---|
| Minimum | 2191.8417 |
| Maximum | 2230.728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2191.8417 |
|---|---|
| 5-th percentile | 2192.8986 |
| Q1 | 2195.8332 |
| median | 2205.5087 |
| Q3 | 2218.406 |
| 95-th percentile | 2228.6437 |
| Maximum | 2230.728 |
| Range | 38.886333 |
| Interquartile range (IQR) | 22.572792 |
Descriptive statistics
| Standard deviation | 12.467645 |
|---|---|
| Coefficient of variation (CV) | 0.0056478233 |
| Kurtosis | -1.2978936 |
| Mean | 2207.5134 |
| Median Absolute Deviation (MAD) | 10.561583 |
| Skewness | 0.3765782 |
| Sum | 220751.34 |
| Variance | 155.44218 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9002159778 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2191.841667 | 1 | 1.0% |
| 2192.035167 | 1 | 1.0% |
| 2192.2315 | 1 | 1.0% |
| 2192.485833 | 1 | 1.0% |
| 2192.723667 | 1 | 1.0% |
| 2192.907833 | 1 | 1.0% |
| 2193.078 | 1 | 1.0% |
| 2193.230833 | 1 | 1.0% |
| 2193.351 | 1 | 1.0% |
| 2193.471 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2191.841667 | 1 | |
| 2192.035167 | 1 | |
| 2192.2315 | 1 | |
| 2192.485833 | 1 | |
| 2192.723667 | 1 | |
| 2192.907833 | 1 | |
| 2193.078 | 1 | |
| 2193.230833 | 1 | |
| 2193.351 | 1 | |
| 2193.471 | 1 |
| Value | Count | Frequency (%) |
| 2230.728 | 1 | |
| 2230.452333 | 1 | |
| 2230.114667 | 1 | |
| 2229.6145 | 1 | |
| 2229.125667 | 1 | |
| 2228.618333 | 1 | |
| 2228.116667 | 1 | |
| 2227.602833 | 1 | |
| 2227.0915 | 1 | |
| 2226.536 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation
| Distinct | 96 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.194737 |
|---|---|
| Minimum | 7.4652778 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 7.4652778 |
|---|---|
| 5-th percentile | 12.789278 |
| Q1 | 41.811779 |
| median | 55.569957 |
| Q3 | 72.263331 |
| 95-th percentile | 96.903468 |
| Maximum | 100 |
| Range | 92.534722 |
| Interquartile range (IQR) | 30.451552 |
Descriptive statistics
| Standard deviation | 24.290007 |
|---|---|
| Coefficient of variation (CV) | 0.44007831 |
| Kurtosis | -0.57325221 |
| Mean | 55.194737 |
| Median Absolute Deviation (MAD) | 14.414324 |
| Skewness | -0.073241144 |
| Sum | 5519.4737 |
| Variance | 590.00443 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001805374525 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 100 | 5 | 5.0% |
| 72.02914798 | 1 | 1.0% |
| 61.71983356 | 1 | 1.0% |
| 68.19630338 | 1 | 1.0% |
| 69.42286349 | 1 | 1.0% |
| 60.69868996 | 1 | 1.0% |
| 31.7472119 | 1 | 1.0% |
| 68.76417234 | 1 | 1.0% |
| 31.62719633 | 1 | 1.0% |
| 42.01101928 | 1 | 1.0% |
| Other values (86) | 86 |
| Value | Count | Frequency (%) |
| 7.465277778 | 1 | |
| 7.570422535 | 1 | |
| 8.2616179 | 1 | |
| 8.333333333 | 1 | |
| 12.10526316 | 1 | |
| 12.82527881 | 1 | |
| 14.0651801 | 1 | |
| 14.52631579 | 1 | |
| 15.00484027 | 1 | |
| 15.5 | 1 |
| Value | Count | Frequency (%) |
| 100 | 5 | |
| 96.7404931 | 1 | 1.0% |
| 96.04863222 | 1 | 1.0% |
| 91.16161616 | 1 | 1.0% |
| 89.32748538 | 1 | 1.0% |
| 88.84353741 | 1 | 1.0% |
| 88.4180791 | 1 | 1.0% |
| 85.51769332 | 1 | 1.0% |
| 85.33163265 | 1 | 1.0% |
| 85.07157464 | 1 | 1.0% |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.284978 |
|---|---|
| Minimum | 11.132255 |
| Maximum | 96.188402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 11.132255 |
|---|---|
| 5-th percentile | 38.445584 |
| Q1 | 50.07485 |
| median | 56.106457 |
| Q3 | 71.731439 |
| 95-th percentile | 89.867115 |
| Maximum | 96.188402 |
| Range | 85.056147 |
| Interquartile range (IQR) | 21.656588 |
Descriptive statistics
| Standard deviation | 16.518068 |
|---|---|
| Coefficient of variation (CV) | 0.27862148 |
| Kurtosis | 0.05317838 |
| Mean | 59.284978 |
| Median Absolute Deviation (MAD) | 9.5219362 |
| Skewness | 0.14684012 |
| Sum | 5928.4978 |
| Variance | 272.84658 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2025693086 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 54.92565056 | 2 | 2.0% |
| 73.92141757 | 1 | 1.0% |
| 73.59073359 | 1 | 1.0% |
| 72.20106626 | 1 | 1.0% |
| 78.27160494 | 1 | 1.0% |
| 69.80707395 | 1 | 1.0% |
| 77.8973807 | 1 | 1.0% |
| 60.64470422 | 1 | 1.0% |
| 51.56358582 | 1 | 1.0% |
| 51.83137526 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 11.132255 | 1 | |
| 24.03536977 | 1 | |
| 25.81453634 | 1 | |
| 30.53302433 | 1 | |
| 37.06844337 | 1 | |
| 38.51806491 | 1 | |
| 38.70573871 | 1 | |
| 39.31552588 | 1 | |
| 39.65952081 | 1 | |
| 40.84880637 | 1 |
| Value | Count | Frequency (%) |
| 96.18840185 | 1 | |
| 92.50325945 | 1 | |
| 92.43421053 | 1 | |
| 90.47778149 | 1 | |
| 90.19944979 | 1 | |
| 89.84962406 | 1 | |
| 87.81070746 | 1 | |
| 87.76356723 | 1 | |
| 87.38560475 | 1 | |
| 86.01343343 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.673069 |
|---|---|
| Minimum | 33.867055 |
| Maximum | 89.049731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 33.867055 |
|---|---|
| 5-th percentile | 42.141242 |
| Q1 | 53.899798 |
| median | 59.355605 |
| Q3 | 66.782208 |
| 95-th percentile | 84.965564 |
| Maximum | 89.049731 |
| Range | 55.182677 |
| Interquartile range (IQR) | 12.882411 |
Descriptive statistics
| Standard deviation | 12.242605 |
|---|---|
| Coefficient of variation (CV) | 0.20177989 |
| Kurtosis | -0.10742178 |
| Mean | 60.673069 |
| Median Absolute Deviation (MAD) | 6.7770883 |
| Skewness | 0.37411989 |
| Sum | 6067.3069 |
| Variance | 149.88138 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2460300744 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 43.94661582 | 2 | 2.0% |
| 66.20102215 | 1 | 1.0% |
| 62.54050551 | 1 | 1.0% |
| 66.47280192 | 1 | 1.0% |
| 70.65793577 | 1 | 1.0% |
| 67.71042804 | 1 | 1.0% |
| 72.01344332 | 1 | 1.0% |
| 64.28768256 | 1 | 1.0% |
| 59.74391805 | 1 | 1.0% |
| 61.45169201 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 33.86705483 | 1 | |
| 37.8440367 | 1 | |
| 38.59496964 | 1 | |
| 39.57314362 | 1 | |
| 40.13132484 | 1 | |
| 42.24702742 | 1 | |
| 42.82700422 | 1 | |
| 43.94661582 | 2 | |
| 44.61670973 | 1 | |
| 45.13870884 | 1 |
| Value | Count | Frequency (%) |
| 89.0497315 | 1 | |
| 87.15420433 | 1 | |
| 86.86334539 | 1 | |
| 85.38395661 | 1 | |
| 85.20845231 | 1 | |
| 84.95278069 | 1 | |
| 84.61538462 | 1 | |
| 83.21947054 | 1 | |
| 82.91304348 | 1 | |
| 81.54098361 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.310798 |
|---|---|
| Minimum | 55.199281 |
| Maximum | 74.796318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 55.199281 |
|---|---|
| 5-th percentile | 55.794573 |
| Q1 | 57.782769 |
| median | 62.880317 |
| Q3 | 65.019742 |
| 95-th percentile | 71.605217 |
| Maximum | 74.796318 |
| Range | 19.597037 |
| Interquartile range (IQR) | 7.2369736 |
Descriptive statistics
| Standard deviation | 4.7690229 |
|---|---|
| Coefficient of variation (CV) | 0.076536059 |
| Kurtosis | -0.3345901 |
| Mean | 62.310798 |
| Median Absolute Deviation (MAD) | 3.5725302 |
| Skewness | 0.44205158 |
| Sum | 6231.0798 |
| Variance | 22.74358 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2760891108 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 58.50815851 | 1 | 1.0% |
| 59.85067029 | 1 | 1.0% |
| 60.02382573 | 1 | 1.0% |
| 62.35827664 | 1 | 1.0% |
| 61.74485597 | 1 | 1.0% |
| 58.63686103 | 1 | 1.0% |
| 57.87687085 | 1 | 1.0% |
| 57.04842429 | 1 | 1.0% |
| 55.37979406 | 1 | 1.0% |
| 55.37313433 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 55.19928079 | 1 | |
| 55.25458851 | 1 | |
| 55.35420099 | 1 | |
| 55.37313433 | 1 | |
| 55.37979406 | 1 | |
| 55.81640331 | 1 | |
| 55.88062335 | 1 | |
| 55.94539049 | 1 | |
| 56.03587708 | 1 | |
| 56.37177082 | 1 |
| Value | Count | Frequency (%) |
| 74.79631785 | 1 | |
| 73.35773645 | 1 | |
| 72.7833638 | 1 | |
| 72.5923369 | 1 | |
| 72.13065925 | 1 | |
| 71.57756177 | 1 | |
| 70.75068067 | 1 | |
| 70.6979405 | 1 | |
| 70.0104372 | 1 | |
| 69.39846118 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4602179 |
|---|---|
| Minimum | -1.0909289 |
| Maximum | 6.7755537 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -1.0909289 |
|---|---|
| 5-th percentile | -0.88751395 |
| Q1 | 0.15969294 |
| median | 0.56940698 |
| Q3 | 2.4728117 |
| 95-th percentile | 6.04006 |
| Maximum | 6.7755537 |
| Range | 7.8664825 |
| Interquartile range (IQR) | 2.3131188 |
Descriptive statistics
| Standard deviation | 2.0163459 |
|---|---|
| Coefficient of variation (CV) | 1.3808528 |
| Kurtosis | 0.6799585 |
| Mean | 1.4602179 |
| Median Absolute Deviation (MAD) | 0.75922308 |
| Skewness | 1.2268201 |
| Sum | 146.02179 |
| Variance | 4.0656506 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.03629415795 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2.593602918 | 1 | 1.0% |
| 2.66223166 | 1 | 1.0% |
| 2.587404172 | 1 | 1.0% |
| 2.871870391 | 1 | 1.0% |
| 3.11964997 | 1 | 1.0% |
| 2.751525606 | 1 | 1.0% |
| 2.290410994 | 1 | 1.0% |
| 1.904010141 | 1 | 1.0% |
| 1.235328266 | 1 | 1.0% |
| 0.9627546444 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -1.090928879 | 1 | |
| -1.034823818 | 1 | |
| -0.983434262 | 1 | |
| -0.9594151168 | 1 | |
| -0.9378993082 | 1 | |
| -0.8848620859 | 1 | |
| -0.8494945499 | 1 | |
| -0.6331833163 | 1 | |
| -0.4134949907 | 1 | |
| -0.3570379862 | 1 |
| Value | Count | Frequency (%) |
| 6.775553666 | 1 | |
| 6.695933384 | 1 | |
| 6.615453657 | 1 | |
| 6.612045228 | 1 | |
| 6.242602661 | 1 | |
| 6.0293999 | 1 | |
| 5.990821178 | 1 | |
| 5.749652949 | 1 | |
| 5.326186345 | 1 | |
| 4.998953212 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5559709 |
|---|---|
| Minimum | -1.0290583 |
| Maximum | 7.7448461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -1.0290583 |
|---|---|
| 5-th percentile | -0.78137158 |
| Q1 | 0.089201917 |
| median | 0.74826451 |
| Q3 | 2.4896941 |
| 95-th percentile | 6.5074862 |
| Maximum | 7.7448461 |
| Range | 8.7739044 |
| Interquartile range (IQR) | 2.4004922 |
Descriptive statistics
| Standard deviation | 2.1746876 |
|---|---|
| Coefficient of variation (CV) | 1.3976402 |
| Kurtosis | 1.058033 |
| Mean | 1.5559709 |
| Median Absolute Deviation (MAD) | 1.0924363 |
| Skewness | 1.2792081 |
| Sum | 155.59709 |
| Variance | 4.729266 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0006623551329 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.162711083 | 1 | 1.0% |
| 1.639144095 | 1 | 1.0% |
| 2.019963128 | 1 | 1.0% |
| 2.377977601 | 1 | 1.0% |
| 2.815539415 | 1 | 1.0% |
| 3.120357363 | 1 | 1.0% |
| 3.352839046 | 1 | 1.0% |
| 3.367666099 | 1 | 1.0% |
| 3.221416802 | 1 | 1.0% |
| 2.929151144 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -1.029058316 | 1 | |
| -1.028891145 | 1 | |
| -1.011075693 | 1 | |
| -1.004169562 | 1 | |
| -0.9171560323 | 1 | |
| -0.7742250314 | 1 | |
| -0.630798182 | 1 | |
| -0.6111931641 | 1 | |
| -0.6074571203 | 1 | |
| -0.5170202557 | 1 |
| Value | Count | Frequency (%) |
| 7.744846064 | 1 | |
| 7.513893703 | 1 | |
| 7.491739418 | 1 | |
| 7.129682578 | 1 | |
| 7.092162003 | 1 | |
| 6.476713739 | 1 | |
| 6.47595855 | 1 | |
| 5.840654425 | 1 | |
| 5.58290016 | 1 | |
| 5.202723485 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.095753049 |
|---|---|
| Minimum | -3.4640564 |
| Maximum | 3.299321 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -3.4640564 |
|---|---|
| 5-th percentile | -2.4937574 |
| Q1 | -0.8798063 |
| median | -0.040020443 |
| Q3 | 0.57107228 |
| 95-th percentile | 2.2597663 |
| Maximum | 3.299321 |
| Range | 6.7633774 |
| Interquartile range (IQR) | 1.4508786 |
Descriptive statistics
| Standard deviation | 1.4019139 |
|---|---|
| Coefficient of variation (CV) | -14.640932 |
| Kurtosis | 0.20260514 |
| Mean | -0.095753049 |
| Median Absolute Deviation (MAD) | 0.72704986 |
| Skewness | 0.054856431 |
| Sum | -9.5753049 |
| Variance | 1.9653625 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.04788746279 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.430891835 | 1 | 1.0% |
| 1.023087565 | 1 | 1.0% |
| 0.5674410446 | 1 | 1.0% |
| 0.4938927897 | 1 | 1.0% |
| 0.3041105542 | 1 | 1.0% |
| -0.3688317568 | 1 | 1.0% |
| -1.062428052 | 1 | 1.0% |
| -1.463655958 | 1 | 1.0% |
| -1.986088536 | 1 | 1.0% |
| -1.966396499 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -3.464056432 | 1 | |
| -3.16864118 | 1 | |
| -3.166037408 | 1 | |
| -3.158596999 | 1 | |
| -2.512209115 | 1 | |
| -2.492786206 | 1 | |
| -1.986088536 | 1 | |
| -1.97988723 | 1 | |
| -1.966396499 | 1 | |
| -1.917227339 | 1 |
| Value | Count | Frequency (%) |
| 3.299320979 | 1 | |
| 3.139125611 | 1 | |
| 3.075937474 | 1 | |
| 2.694116409 | 1 | |
| 2.533695668 | 1 | |
| 2.245349007 | 1 | |
| 2.095936906 | 1 | |
| 2.0316254 | 1 | |
| 1.988443738 | 1 | |
| 1.956767694 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8496533 |
| Minimum | 0.03933687 |
|---|---|
| Maximum | 67.933819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.03933687 |
|---|---|
| 5-th percentile | 0.25597911 |
| Q1 | 0.66978435 |
| median | 2.3091495 |
| Q3 | 10.593319 |
| 95-th percentile | 46.705004 |
| Maximum | 67.933819 |
| Range | 67.894482 |
| Interquartile range (IQR) | 9.9235347 |
Descriptive statistics
| Standard deviation | 15.016379 |
|---|---|
| Coefficient of variation (CV) | 1.6968325 |
| Kurtosis | 5.8033825 |
| Mean | 8.8496533 |
| Median Absolute Deviation (MAD) | 1.8707306 |
| Skewness | 2.4691877 |
| Sum | 884.96533 |
| Variance | 225.49165 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.03933687 | 1 | 1.0% |
| 10.14782362 | 1 | 1.0% |
| 2.53865705 | 1 | 1.0% |
| 1.159302 | 1 | 1.0% |
| 0.45352185 | 1 | 1.0% |
| 3.26640326 | 1 | 1.0% |
| 2.5695621 | 1 | 1.0% |
| 2.28992307 | 1 | 1.0% |
| 0.47434456 | 1 | 1.0% |
| 0.32929713 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.03933687 | 1 | |
| 0.04938846 | 1 | |
| 0.06009142 | 1 | |
| 0.16466896 | 1 | |
| 0.2212433 | 1 | |
| 0.25780731 | 1 | |
| 0.28138775 | 1 | |
| 0.28628336 | 1 | |
| 0.30440831 | 1 | |
| 0.30676811 | 1 |
| Value | Count | Frequency (%) |
| 67.93381869 | 1 | |
| 64.65788919 | 1 | |
| 61.27382236 | 1 | |
| 58.80823865 | 1 | |
| 47.25492115 | 1 | |
| 46.6760611 | 1 | |
| 40.1093201 | 1 | |
| 35.60600827 | 1 | |
| 29.92927997 | 1 | |
| 29.2984526 | 1 |
target
Numeric time series
High correlation Non stationary
| Distinct | 90 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2220.7379 |
|---|---|
| Minimum | 2196.29 |
| Maximum | 2239.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2196.29 |
|---|---|
| 5-th percentile | 2199.75 |
| Q1 | 2201.7375 |
| median | 2228.115 |
| Q3 | 2231.96 |
| 95-th percentile | 2236.5745 |
| Maximum | 2239.18 |
| Range | 42.89 |
| Interquartile range (IQR) | 30.2225 |
Descriptive statistics
| Standard deviation | 14.48954 |
|---|---|
| Coefficient of variation (CV) | 0.0065246511 |
| Kurtosis | -1.5016683 |
| Mean | 2220.7379 |
| Median Absolute Deviation (MAD) | 5.725 |
| Skewness | -0.54118409 |
| Sum | 222073.79 |
| Variance | 209.94677 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7130597219 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2201.68 | 3 | 3.0% |
| 2231.84 | 3 | 3.0% |
| 2201.07 | 2 | 2.0% |
| 2201.69 | 2 | 2.0% |
| 2232.79 | 2 | 2.0% |
| 2198.25 | 2 | 2.0% |
| 2238 | 2 | 2.0% |
| 2231 | 2 | 2.0% |
| 2199.76 | 1 | 1.0% |
| 2200.84 | 1 | 1.0% |
| Other values (80) | 80 |
| Value | Count | Frequency (%) |
| 2196.29 | 1 | |
| 2198.25 | 2 | |
| 2199.12 | 1 | |
| 2199.56 | 1 | |
| 2199.76 | 1 | |
| 2199.84 | 1 | |
| 2200.01 | 1 | |
| 2200.44 | 1 | |
| 2200.56 | 1 | |
| 2200.84 | 1 |
| Value | Count | Frequency (%) |
| 2239.18 | 1 | |
| 2238.41 | 1 | |
| 2238 | 2 | |
| 2237.99 | 1 | |
| 2236.5 | 1 | |
| 2235.92 | 1 | |
| 2235.62 | 1 | |
| 2235.26 | 1 | |
| 2234.99 | 1 | |
| 2234.53 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.851 | 0.840 | 0.849 | 0.893 | 0.976 | 0.969 | 0.178 | 0.103 | 0.069 | 0.402 | 0.939 | 0.176 | 0.125 | 0.759 | 0.158 | 0.851 | 0.840 | 0.849 | 0.893 | 0.780 | 0.402 | 0.849 | 0.849 |
| ema_14 | 0.851 | 1.000 | 0.967 | 0.932 | 0.921 | 0.835 | 0.873 | -0.106 | -0.213 | 0.006 | 0.309 | 0.869 | -0.161 | -0.122 | 0.555 | -0.207 | 1.000 | 0.967 | 0.932 | 0.921 | 0.764 | 0.309 | 0.932 | 0.932 |
| ema_21 | 0.840 | 0.967 | 1.000 | 0.960 | 0.913 | 0.826 | 0.863 | -0.224 | -0.109 | -0.153 | 0.277 | 0.857 | -0.208 | -0.233 | 0.537 | -0.220 | 0.967 | 1.000 | 0.960 | 0.913 | 0.766 | 0.277 | 0.960 | 0.960 |
| ema_60 | 0.849 | 0.932 | 0.960 | 1.000 | 0.888 | 0.832 | 0.867 | -0.206 | -0.076 | -0.184 | 0.268 | 0.858 | -0.186 | -0.232 | 0.533 | -0.166 | 0.932 | 0.960 | 1.000 | 0.888 | 0.850 | 0.268 | 1.000 | 1.000 |
| ema_7 | 0.893 | 0.921 | 0.913 | 0.888 | 1.000 | 0.909 | 0.909 | 0.086 | -0.133 | 0.120 | 0.416 | 0.931 | 0.046 | 0.027 | 0.678 | -0.089 | 0.921 | 0.913 | 0.888 | 1.000 | 0.765 | 0.416 | 0.888 | 0.888 |
| high | 0.976 | 0.835 | 0.826 | 0.832 | 0.909 | 1.000 | 0.964 | 0.220 | 0.103 | 0.110 | 0.442 | 0.969 | 0.201 | 0.152 | 0.773 | 0.162 | 0.835 | 0.826 | 0.832 | 0.909 | 0.771 | 0.442 | 0.832 | 0.832 |
| low | 0.969 | 0.873 | 0.863 | 0.867 | 0.909 | 0.964 | 1.000 | 0.128 | 0.097 | 0.029 | 0.377 | 0.975 | 0.127 | 0.060 | 0.729 | 0.145 | 0.873 | 0.863 | 0.867 | 0.909 | 0.787 | 0.377 | 0.867 | 0.867 |
| macd_7 | 0.178 | -0.106 | -0.224 | -0.206 | 0.086 | 0.220 | 0.128 | 1.000 | 0.123 | 0.815 | 0.323 | 0.153 | 0.784 | 0.922 | 0.455 | 0.493 | -0.106 | -0.224 | -0.206 | 0.086 | 0.058 | 0.323 | -0.206 | -0.206 |
| macdhist_7 | 0.103 | -0.213 | -0.109 | -0.076 | -0.133 | 0.103 | 0.097 | 0.123 | 1.000 | -0.383 | 0.088 | 0.051 | 0.470 | 0.091 | 0.297 | 0.777 | -0.213 | -0.109 | -0.076 | -0.133 | 0.062 | 0.088 | -0.076 | -0.076 |
| macdsignal_7 | 0.069 | 0.006 | -0.153 | -0.184 | 0.120 | 0.110 | 0.029 | 0.815 | -0.383 | 1.000 | 0.207 | 0.072 | 0.457 | 0.798 | 0.251 | 0.026 | 0.006 | -0.153 | -0.184 | 0.120 | -0.033 | 0.207 | -0.184 | -0.184 |
| obv | 0.402 | 0.309 | 0.277 | 0.268 | 0.416 | 0.442 | 0.377 | 0.323 | 0.088 | 0.207 | 1.000 | 0.410 | 0.318 | 0.268 | 0.487 | 0.185 | 0.309 | 0.277 | 0.268 | 0.416 | 0.297 | 1.000 | 0.268 | 0.268 |
| open | 0.939 | 0.869 | 0.857 | 0.858 | 0.931 | 0.969 | 0.975 | 0.153 | 0.051 | 0.072 | 0.410 | 1.000 | 0.113 | 0.086 | 0.724 | 0.102 | 0.869 | 0.857 | 0.858 | 0.931 | 0.775 | 0.410 | 0.858 | 0.858 |
| rsi_14 | 0.176 | -0.161 | -0.208 | -0.186 | 0.046 | 0.201 | 0.127 | 0.784 | 0.470 | 0.457 | 0.318 | 0.113 | 1.000 | 0.671 | 0.446 | 0.612 | -0.161 | -0.208 | -0.186 | 0.046 | 0.028 | 0.318 | -0.186 | -0.186 |
| rsi_21 | 0.125 | -0.122 | -0.233 | -0.232 | 0.027 | 0.152 | 0.060 | 0.922 | 0.091 | 0.798 | 0.268 | 0.086 | 0.671 | 1.000 | 0.398 | 0.446 | -0.122 | -0.233 | -0.232 | 0.027 | 0.031 | 0.268 | -0.232 | -0.232 |
| rsi_60 | 0.759 | 0.555 | 0.537 | 0.533 | 0.678 | 0.773 | 0.729 | 0.455 | 0.297 | 0.251 | 0.487 | 0.724 | 0.446 | 0.398 | 1.000 | 0.399 | 0.555 | 0.537 | 0.533 | 0.678 | 0.636 | 0.487 | 0.533 | 0.533 |
| rsi_7 | 0.158 | -0.207 | -0.220 | -0.166 | -0.089 | 0.162 | 0.145 | 0.493 | 0.777 | 0.026 | 0.185 | 0.102 | 0.612 | 0.446 | 0.399 | 1.000 | -0.207 | -0.220 | -0.166 | -0.089 | 0.077 | 0.185 | -0.166 | -0.166 |
| sma_14 | 0.851 | 1.000 | 0.967 | 0.932 | 0.921 | 0.835 | 0.873 | -0.106 | -0.213 | 0.006 | 0.309 | 0.869 | -0.161 | -0.122 | 0.555 | -0.207 | 1.000 | 0.967 | 0.932 | 0.921 | 0.764 | 0.309 | 0.932 | 0.932 |
| sma_21 | 0.840 | 0.967 | 1.000 | 0.960 | 0.913 | 0.826 | 0.863 | -0.224 | -0.109 | -0.153 | 0.277 | 0.857 | -0.208 | -0.233 | 0.537 | -0.220 | 0.967 | 1.000 | 0.960 | 0.913 | 0.766 | 0.277 | 0.960 | 0.960 |
| sma_60 | 0.849 | 0.932 | 0.960 | 1.000 | 0.888 | 0.832 | 0.867 | -0.206 | -0.076 | -0.184 | 0.268 | 0.858 | -0.186 | -0.232 | 0.533 | -0.166 | 0.932 | 0.960 | 1.000 | 0.888 | 0.850 | 0.268 | 1.000 | 1.000 |
| sma_7 | 0.893 | 0.921 | 0.913 | 0.888 | 1.000 | 0.909 | 0.909 | 0.086 | -0.133 | 0.120 | 0.416 | 0.931 | 0.046 | 0.027 | 0.678 | -0.089 | 0.921 | 0.913 | 0.888 | 1.000 | 0.765 | 0.416 | 0.888 | 0.888 |
| target | 0.780 | 0.764 | 0.766 | 0.850 | 0.765 | 0.771 | 0.787 | 0.058 | 0.062 | -0.033 | 0.297 | 0.775 | 0.028 | 0.031 | 0.636 | 0.077 | 0.764 | 0.766 | 0.850 | 0.765 | 1.000 | 0.297 | 0.850 | 0.850 |
| volume | 0.402 | 0.309 | 0.277 | 0.268 | 0.416 | 0.442 | 0.377 | 0.323 | 0.088 | 0.207 | 1.000 | 0.410 | 0.318 | 0.268 | 0.487 | 0.185 | 0.309 | 0.277 | 0.268 | 0.416 | 0.297 | 1.000 | 0.268 | 0.268 |
| window_end_ms | 0.849 | 0.932 | 0.960 | 1.000 | 0.888 | 0.832 | 0.867 | -0.206 | -0.076 | -0.184 | 0.268 | 0.858 | -0.186 | -0.232 | 0.533 | -0.166 | 0.932 | 0.960 | 1.000 | 0.888 | 0.850 | 0.268 | 1.000 | 1.000 |
| window_start_ms | 0.849 | 0.932 | 0.960 | 1.000 | 0.888 | 0.832 | 0.867 | -0.206 | -0.076 | -0.184 | 0.268 | 0.858 | -0.186 | -0.232 | 0.533 | -0.166 | 0.932 | 0.960 | 1.000 | 0.888 | 0.850 | 0.268 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1751992020000 | ETH/EUR | 2201.19 | 2201.37 | 2200.97 | 2200.97 | 0.039337 | 1751992020000 | 1751992080000 | 60 | 2198.505714 | 2194.020714 | 2192.640000 | 2191.841667 | 2198.505714 | 2194.020714 | 2192.640000 | 2191.841667 | 72.029148 | 73.590734 | 62.540506 | 58.508159 | 2.593603 | 1.162711 | 1.430892 | 0.039337 | 2200.84 |
| 1751992080000 | ETH/EUR | 2200.88 | 2201.31 | 2200.88 | 2201.10 | 10.147824 | 1751992080000 | 1751992140000 | 60 | 2199.321429 | 2194.907857 | 2193.092857 | 2192.035167 | 2199.321429 | 2194.907857 | 2193.092857 | 2192.035167 | 68.196303 | 73.921418 | 66.201022 | 59.850670 | 2.662232 | 1.639144 | 1.023088 | 10.147824 | 2199.76 |
| 1751992140000 | ETH/EUR | 2200.69 | 2201.19 | 2200.57 | 2200.57 | 2.538657 | 1751992140000 | 1751992200000 | 60 | 2199.804286 | 2195.740714 | 2193.551429 | 2192.231500 | 2199.804286 | 2195.740714 | 2193.551429 | 2192.231500 | 61.719834 | 72.201066 | 66.472802 | 60.023826 | 2.587404 | 2.019963 | 0.567441 | 2.538657 | 2199.12 |
| 1751992200000 | ETH/EUR | 2200.99 | 2203.80 | 2200.99 | 2203.80 | 1.159302 | 1751992200000 | 1751992260000 | 60 | 2200.750000 | 2196.885714 | 2194.182381 | 2192.485833 | 2200.750000 | 2196.885714 | 2194.182381 | 2192.485833 | 68.764172 | 78.271605 | 70.657936 | 62.358277 | 2.871870 | 2.377978 | 0.493893 | 1.159302 | 2196.29 |
| 1751992260000 | ETH/EUR | 2203.22 | 2204.71 | 2203.21 | 2204.71 | 0.453522 | 1751992260000 | 1751992320000 | 60 | 2201.750000 | 2197.996429 | 2194.868571 | 2192.723667 | 2201.750000 | 2197.996429 | 2194.868571 | 2192.723667 | 69.422863 | 77.897381 | 72.013443 | 61.744856 | 3.119650 | 2.815539 | 0.304111 | 0.453522 | 2198.25 |
| 1751992320000 | ETH/EUR | 2204.26 | 2204.71 | 2200.74 | 2200.84 | 3.266403 | 1751992320000 | 1751992380000 | 60 | 2202.380000 | 2198.876429 | 2195.455714 | 2192.907833 | 2202.380000 | 2198.876429 | 2195.455714 | 2192.907833 | 60.698690 | 69.807074 | 67.710428 | 58.636861 | 2.751526 | 3.120357 | -0.368832 | 3.266403 | 2198.25 |
| 1751992380000 | ETH/EUR | 2200.79 | 2200.79 | 2199.47 | 2199.76 | 2.569562 | 1751992380000 | 1751992440000 | 60 | 2201.678571 | 2199.530714 | 2195.991429 | 2193.078000 | 2201.678571 | 2199.530714 | 2195.991429 | 2193.078000 | 31.747212 | 65.215947 | 65.672889 | 57.876871 | 2.290411 | 3.352839 | -1.062428 | 2.569562 | 2200.56 |
| 1751992440000 | ETH/EUR | 2199.68 | 2199.68 | 2198.50 | 2199.12 | 2.289923 | 1751992440000 | 1751992500000 | 60 | 2201.414286 | 2199.960000 | 2196.485238 | 2193.230833 | 2201.414286 | 2199.960000 | 2196.485238 | 2193.230833 | 41.097209 | 60.644704 | 64.287683 | 57.048424 | 1.904010 | 3.367666 | -1.463656 | 2.289923 | 2199.84 |
| 1751992500000 | ETH/EUR | 2198.25 | 2198.25 | 2195.53 | 2196.29 | 0.474345 | 1751992500000 | 1751992560000 | 60 | 2200.727143 | 2200.024286 | 2196.847619 | 2193.351000 | 2200.727143 | 2200.024286 | 2196.847619 | 2193.351000 | 31.627196 | 51.563586 | 59.743918 | 55.379794 | 1.235328 | 3.221417 | -1.986089 | 0.474345 | 2201.12 |
| 1751992560000 | ETH/EUR | 2196.06 | 2198.25 | 2196.06 | 2198.25 | 0.329297 | 1751992560000 | 1751992620000 | 60 | 2200.395714 | 2200.100000 | 2197.292381 | 2193.471000 | 2200.395714 | 2200.100000 | 2197.292381 | 2193.471000 | 42.011019 | 51.831375 | 61.451692 | 55.373134 | 0.962755 | 2.929151 | -1.966396 | 0.329297 | 2201.68 |
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1751997420000 | ETH/EUR | 2236.57 | 2238.00 | 2235.99 | 2238.00 | 12.008408 | 1751997420000 | 1751997480000 | 60 | 2237.404286 | 2233.057857 | 2231.115238 | 2226.536000 | 2237.404286 | 2233.057857 | 2231.115238 | 2226.536000 | 79.095164 | 73.736952 | 62.563928 | 65.777121 | 2.302446 | 1.720480 | 0.581966 | 12.008408 | 2231.51 |
| 1751997480000 | ETH/EUR | 2237.85 | 2237.85 | 2235.91 | 2235.92 | 13.587670 | 1751997480000 | 1751997540000 | 60 | 2237.714286 | 2233.821429 | 2231.463810 | 2227.091500 | 2237.714286 | 2233.821429 | 2231.463810 | 2227.091500 | 59.281437 | 71.701177 | 62.457454 | 64.337951 | 2.037524 | 2.109843 | -0.072318 | 13.587670 | 2232.34 |
| 1751997540000 | ETH/EUR | 2235.97 | 2235.97 | 2232.04 | 2232.37 | 40.109320 | 1751997540000 | 1751997600000 | 60 | 2236.911429 | 2234.194286 | 2231.667619 | 2227.602833 | 2236.911429 | 2234.194286 | 2231.667619 | 2227.602833 | 24.454545 | 59.939071 | 56.600864 | 62.903769 | 1.427373 | 2.397920 | -0.970547 | 40.109320 | 2234.04 |
| 1751997600000 | ETH/EUR | 2232.31 | 2233.38 | 2231.64 | 2231.90 | 2.712494 | 1751997600000 | 1751997660000 | 60 | 2236.040000 | 2234.574286 | 2231.846667 | 2228.116667 | 2236.040000 | 2234.574286 | 2231.846667 | 2228.116667 | 23.385689 | 60.168196 | 55.724726 | 62.983239 | 0.973700 | 2.472085 | -1.498385 | 2.712494 | 2233.93 |
| 1751997660000 | ETH/EUR | 2231.64 | 2231.95 | 2231.51 | 2231.95 | 0.537673 | 1751997660000 | 1751997720000 | 60 | 2235.007143 | 2234.835000 | 2232.128095 | 2228.618333 | 2235.007143 | 2234.835000 | 2232.128095 | 2228.618333 | 15.004840 | 57.452021 | 59.597272 | 62.754237 | 0.710213 | 2.559275 | -1.849061 | 0.537673 | 2231.27 |
| 1751997720000 | ETH/EUR | 2231.63 | 2232.25 | 2231.50 | 2231.51 | 2.138212 | 1751997720000 | 1751997780000 | 60 | 2234.021429 | 2234.871429 | 2232.370000 | 2229.125667 | 2234.021429 | 2234.871429 | 2232.370000 | 2229.125667 | 15.500000 | 51.147099 | 58.236057 | 62.935577 | 0.452103 | 2.431991 | -1.979887 | 2.138212 | 2234.05 |
| 1751997780000 | ETH/EUR | 2231.51 | 2232.34 | 2230.00 | 2232.34 | 3.939850 | 1751997780000 | 1751997840000 | 60 | 2233.427143 | 2234.882857 | 2232.639524 | 2229.614500 | 2233.427143 | 2234.882857 | 2232.639524 | 2229.614500 | 26.681614 | 50.365631 | 59.007002 | 62.582583 | 0.354355 | 2.177225 | -1.822870 | 3.939850 | 2231.99 |
| 1751997840000 | ETH/EUR | 2232.74 | 2234.05 | 2232.62 | 2234.04 | 0.392406 | 1751997840000 | 1751997900000 | 60 | 2232.861429 | 2235.132857 | 2232.992381 | 2230.114667 | 2232.861429 | 2235.132857 | 2232.992381 | 2230.114667 | 28.289474 | 57.976299 | 61.203508 | 62.799625 | 0.454636 | 1.909489 | -1.454853 | 0.392406 | 2232.79 |
| 1751997900000 | ETH/EUR | 2234.04 | 2234.05 | 2233.92 | 2233.93 | 0.827013 | 1751997900000 | 1751997960000 | 60 | 2232.577143 | 2235.145714 | 2233.406667 | 2230.452333 | 2232.577143 | 2235.145714 | 2233.406667 | 2230.452333 | 36.083916 | 50.477707 | 63.687854 | 59.405757 | 0.515698 | 1.746627 | -1.230929 | 0.827013 | 2235.26 |
| 1751997960000 | ETH/EUR | 2233.92 | 2233.92 | 2231.11 | 2231.27 | 2.590507 | 1751997960000 | 1751998020000 | 60 | 2232.420000 | 2234.665714 | 2233.602857 | 2230.728000 | 2232.420000 | 2234.665714 | 2233.602857 | 2230.728000 | 41.214058 | 30.533024 | 56.334563 | 57.566331 | 0.128770 | 1.333407 | -1.204637 | 2.590507 | 2234.53 |